open-llm-leaderboard-old/details_abacusai__bigyi-15b

该数据集是在Open LLM Leaderboard上对模型abacusai/bigyi-15b进行评估时自动创建的。数据集由63个配置组成，每个配置对应一个评估任务。数据集从1次运行中创建，每次运行可以在每个配置中找到特定的分割，分割名称使用运行的时间戳。train分割始终指向最新的结果。此外，results配置存储了所有运行的聚合结果，并用于计算和显示Open LLM Leaderboard上的聚合指标。

原始信息汇总

数据集概述

数据集名称

• 名称: Evaluation run of abacusai/bigyi-15b

数据集组成

• 配置数量: 63个配置，每个配置对应一个评估任务。
• 创建来源: 数据集是在模型abacusai/bigyi-15b在Open LLM Leaderboard上的评估运行期间自动创建的。
• 运行次数: 数据集由1次运行创建，每个运行可以在每个配置中找到特定的分割，分割名称使用运行的时间戳。
• 最新结果: "train"分割始终指向最新的结果。
• 结果汇总: 一个额外的配置"results"存储所有运行的汇总结果，用于计算和显示在Open LLM Leaderboard上的汇总指标。

数据加载示例

python from datasets import load_dataset data = load_dataset("open-llm-leaderboard/details_abacusai__bigyi-15b", "harness_winogrande_5", split="train")

最新结果

• 最新结果时间戳: 2024-03-10T12:57:48.733111
• 结果示例: python { "all": { "acc": 0.6368698545001125, "acc_stderr": 0.03234846946993144, "acc_norm": 0.6464868762775356, "acc_norm_stderr": 0.03302252322767117, "mc1": 0.2423500611995104, "mc1_stderr": 0.015000674373570338, "mc2": 0.37326698740277925, "mc2_stderr": 0.01461558650400129 }, "harness|arc:challenge|25": { "acc": 0.5324232081911263, "acc_stderr": 0.014580637569995426, "acc_norm": 0.560580204778157, "acc_norm_stderr": 0.014503747823580127 }, "harness|hellaswag|10": { "acc": 0.5749850627365066, "acc_stderr": 0.004933349621589336, "acc_norm": 0.7590121489743079, "acc_norm_stderr": 0.004268088879039825 }, "harness|hendrycksTest-abstract_algebra|5": { "acc": 0.28, "acc_stderr": 0.045126085985421276, "acc_norm": 0.28, "acc_norm_stderr": 0.045126085985421276 },

  其他任务的结果...

}

配置详情

• 配置名称: harness_arc_challenge_25

  • 数据文件:
    • 分割: 2024_03_10T12_57_48.733111
      • 路径: **/details_harness|arc:challenge|25_2024-03-10T12-57-48.733111.parquet
    • 分割: latest
      • 路径: **/details_harness|arc:challenge|25_2024-03-10T12-57-48.733111.parquet

• 配置名称: harness_gsm8k_5

  • 数据文件:
    • 分割: 2024_03_10T12_57_48.733111
      • 路径: **/details_harness|gsm8k|5_2024-03-10T12-57-48.733111.parquet
    • 分割: latest
      • 路径: **/details_harness|gsm8k|5_2024-03-10T12-57-48.733111.parquet

• 配置名称: harness_hellaswag_10

  • 数据文件:
    • 分割: 2024_03_10T12_57_48.733111
      • 路径: **/details_harness|hellaswag|10_2024-03-10T12-57-48.733111.parquet
    • 分割: latest
      • 路径: **/details_harness|hellaswag|10_2024-03-10T12-57-48.733111.parquet

• 配置名称: harness_hendrycksTest_5

  • 数据文件:
    • 分割: 2024_03_10T12_57_48.733111
      • 路径:
        • **/details_harness|hendrycksTest-abstract_algebra|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-anatomy|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-astronomy|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-business_ethics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-clinical_knowledge|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-college_biology|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-college_chemistry|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-college_computer_science|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-college_mathematics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-college_medicine|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-college_physics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-computer_security|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-conceptual_physics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-econometrics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-electrical_engineering|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-elementary_mathematics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-formal_logic|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-global_facts|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_biology|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_chemistry|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_computer_science|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_european_history|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_geography|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_government_and_politics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_macroeconomics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_mathematics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_microeconomics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_physics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_psychology|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_statistics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_us_history|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-high_school_world_history|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-human_aging|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-human_sexuality|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-international_law|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-jurisprudence|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-logical_fallacies|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-machine_learning|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-management|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-marketing|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-medical_genetics|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-miscellaneous|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-moral_disputes|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-moral_scenarios|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-nutrition|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-philosophy|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-prehistory|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-professional_accounting|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-professional_law|5_2024-03-10T12-57-48.733111.parquet
        • **/details_harness|hendrycksTest-professional_